Abstract
This article focuses on the design and implementation of a wearable AI-driven gadget for remote patient monitoring. It helps overcome the common obstacles in the traditional healthcare system, where timely action, accessibility, and constant supervision are always a challenge. With the integration of the Internet of Things, embedded systems, and AI, this wearable facilitates round-the-clock health monitoring. The hardware implementation uses a Seeed Studio XIAO ESP32-S3 microcontroller with a MAX30102 sensor for heart rate and SpO₂, measurements, an OLED display for real-time feedback, a buzzer for notifications, and a LiPo battery for portability. The software implementation involves embedded systems, Node.js, and PostgreSQL with real-time communication using Socket.IO. An LSTM neural network is used for anomaly detection and predictive health classification. Through experimental evidence, real-time surveillance is successfully performed with a latency of below 2 seconds and a model accuracy of 97%, and an accuracy of overlooking critical events of 99%. It was observed, however, that there were challenges like sensor instability in movement and limited battery life. The research finds that AI-based wearable technologies can be used to deliver scalable healthcare, especially in resource-limited settings, but need additional optimization and clinical trials.
Keywords
AI, Wearable Health Devices, Remote Patient Monitoring, IoT, LSTM, Edge Computing.
Citations
IRE Journals:
Awe Omosigho Florence "Implementation of an AI-Powered Wearable for Remote Patient Surveillance" Iconic Research And Engineering Journals Volume 9 Issue 10 2026 Page 746-751 https://doi.org/10.64388/IREV9I10-1715879
IEEE:
Awe Omosigho Florence
"Implementation of an AI-Powered Wearable for Remote Patient Surveillance" Iconic Research And Engineering Journals, 9(10) https://doi.org/10.64388/IREV9I10-1715879
About IRE Journals
IRE Journals is an open access online journals established with an aim to publish high quality of research work in various diciplines. We have more than 6 years in publications. Over 2500+ papers already published.
Important Links
For Authors
Volume 8:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 7:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 6:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 5:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 4:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12Volume 3:
Issue 1, Issue 2, Issue 3, Issue 4, Issue 5, Issue 6, Issue 7, Issue 8, Issue 9, Issue 10, Issue 11, Issue 12